学术
学术写作、研究与引用
codebase-research
pratos
Conducts comprehensive research across a codebase to answer questions by exploring components, connections, and patterns. Generates mermaid diagrams for architecture visualization. Use for deep architectural understanding or investigating specific topics.
security
telagod
攻防秘典索引。渗透测试、代码审计、红队攻击、蓝队防御、威胁情报、漏洞研究。当魔尊提到安全、渗透、攻防、红队、蓝队、漏洞时路由到此。
paper-visualizer
WilsonWukz
Transform research papers into professional visual schemas. Analyzes paper logic, selects optimal layout patterns, and generates detailed prompts for AI image generation.
codebase-research
mhylle
Orchestrates comprehensive codebase research by decomposing user queries into parallel sub-agent tasks and synthesizing findings. This skill should be used when users ask questions about how code works, where functionality exists, how components interact, or need comprehensive documentation of existing implementations. It focuses exclusively on documenting and explaining the codebase as it exists today.
brainstorm
mhylle
Interactive idea refinement using Socratic questioning methodology. This skill should be used when users want to explore an idea, find gaps in concepts, enhance proposals, or structure thoughts before implementation planning. Triggers on "brainstorm", "explore this idea", "find holes in", "help me think through", "what am I missing", or when presenting rough concepts that need refinement. Output integrates with create-plan skill.
team-brainstorm
mhylle
Deep brainstorming using agent teams for adversarial multi-perspective analysis. Use when users want thorough idea exploration with real debate between independent perspectives. Triggers on "team brainstorm", "deep brainstorm", "brainstorm with team", "debate this idea", or when the user explicitly requests team-based analysis. Higher token cost but significantly deeper analysis than single-agent brainstorm.
anysite-market-research
anysiteio
Conduct comprehensive market research using Y Combinator data, SEC filings, social media insights, and web scraping via anysite MCP server. Analyze tech markets, research startup ecosystems, study public companies, identify market opportunities, and understand competitive dynamics. Supports startup discovery, industry analysis, public company research, and social sentiment analysis. Use when users need to analyze market opportunities, research industries, evaluate startups, study public companies, or gather market intelligence for strategic planning and investment decisions.
planning-prd
jasonraimondi
Create or update PRD plans. Use when users ask to plan work, write a PRD, run a planning interview, or update plans/. Deep structured interview, then AI-executable tasks.
nixos
jwiegley
Resolve NixOS issues using research and sequential thinking
obsidian-study-vault-builder
belumume
Build comprehensive, mobile-compatible Obsidian study vaults from academic course materials with checkpoint-based workflow, error pattern recognition, and quality assurance. Battle-tested patterns from 828KB/37-file projects. Works across all subjects - CS, medicine, business, self-study.
deep-research
cnemri
"Perform autonomous, multi-step research using the Gemini Deep Research Agent (Interactions API). Supports web search, file/directory context, and resilient streaming."
amazon-christmas-tree-research
refly-ai
亚马逊圣诞树竞品调研分析，搜索热销产品，分析定价策略、用户评价和市场机会
arxiv-search
DeevsDeevs
"Search arXiv preprint repository for research papers in physics, mathematics, computer science, quantitative biology, finance, and statistics. Use when finding academic papers, preprints, ML research, scientific publications. Triggers: arxiv, preprint, research paper, academic paper, scientific literature."
paper-reader-heilmeier
RealZYZhang
Read a research paper end to end and produce a single Heilmeier-style analysis that doubles as both summary and critique. Use this skill whenever the user shares a research paper (PDF upload, arXiv link, arXiv ID, DOI, or pasted paper text) and asks anything that resembles "read this", "summarize this paper", "what does this paper do", "analyze this paper", "give me a Heilmeier analysis", "review this paper", or simply drops a paper into the chat with little explanation. Trigger this skill even when the user does not explicitly say "Heilmeier" — any request to digest, summarize, review, or critically assess an academic paper should activate it. Do NOT use this skill for non-academic articles, blog posts, or news.
writing-standards
modu-ai
AI 패턴 제거, 전지적 저자 시점, 체계적 인용을 통한 고품질 한국어 글쓰기 표준. 금지 어휘, 문장 종결 규칙, 어휘 다양화 전략을 정의한다. 콘텐츠를 작성하거나 검토하거나 품질을 검증할 때 사용한다.
ralph-plan
TechDufus
"Structured PRD generation with interview, research, and approval workflow. Triggers on: '/ralph-plan <topic>', 'create prd', 'generate prd', 'plan this'. Creates comprehensive Product Requirements Document via interview and research."
cite-them-all
erafat
Academic reference agent that identifies claims needing citations, searches PubMed/bioRxiv/medRxiv via MCP tools, and adds properly formatted references to Markdown manuscripts
fan-out
ElliotJLT
Orchestration pattern for parallelizable tasks. When facing work that can be split into independent subtasks (research multiple topics, analyze multiple files, test multiple scenarios), spawn parallel agents and aggregate results. Use when subtasks have no dependencies on each other.
crucible-outliner
forsonny
Chapter-by-chapter outline generator for stories planned with the Crucible Structure. Use when a user has completed Crucible planning documents (thesis, strand maps, forge points, etc.) and wants to create detailed chapter outlines. Triggers on requests like "outline my book," "create chapter outline," "outline Book 1," "turn my Crucible plan into chapters," or when user has Crucible planning docs and wants to start writing. Works for single books or multi-book series.
mint
3li7alaki
Auto-routing orchestrator for disciplined agentic development. Invoke this skill for ALL coding tasks — mint auto-detects the right mode (quick, plan, research, ship, verify).
cs-research-methodology
sundial-org
Conduct a literature review and develop a CS research proposal. Use when asked to review a research area, find gaps in existing work, and propose a novel research contribution. The output is a research proposal identifying an assumption to challenge (the "bit flip") and how to validate it.
icml-reviewer
sundial-org
Paper reviewer that evaluates machine learning research projects following official ICML reviewer guidelines. Provides comprehensive reviews with actionable feedback across all key dimensions: claims/evidence, relation to prior work, originality, significance, clarity, and reproducibility. Also provides formative feedback on incomplete drafts, proposals, and research code repositories. MANDATORY TRIGGERS: review paper, ICML review, paper review, evaluate paper, research paper feedback, ML paper review, conference review, academic review, paper critique, NeurIPS review, ICLR review, project proposal, research proposal, paper draft, early feedback, incomplete paper, work in progress, WIP review, review repo, review codebase, research project review
ai-co-scientist
sundial-org
Transform Claude Code into an AI Scientist that orchestrates research workflows using tree-based hypothesis exploration. Triggers on "research project", "scientific experiment", "run experiments", "AI scientist", "tree search experimentation", "systematic study".
quick-topic-researcher
drshailesh88
"Rapid topic mastery for video/content prep. Takes a topic → generates 5 research questions → parallel PubMed + web search → outputs McKinsey-style brief in 5 minutes. Use BEFORE recording videos or writing content."